Calibre
Calibre MCP lets your coding agent read RUM and Lighthouse data, then fix the slow code
A side-by-side editorial comparison of Displayr and Omni — release velocity, themes, recent moves, and the top alternatives to consider.
Displayr moves custom visualizations to their own domain, so videos, maps and saved settings work.
The latest change is in the plumbing: custom visualizations now load from a separate displayrusercontent.com address. That lets embedded videos play, OpenStreetMap tiles render and browser-saved settings persist, and Displayr says security is unchanged. Before this, the end of September brought Rules through Chat, where Chat applies and writes rules that change tables, plus API document duplication and an input shortcut. The summer made Chat easier to audit and added shared controls and rolling averages.
Omni adds embed MCP tokens and webhook delivery for AI routines.
Omni ships a weekly bundle on two fronts: warehouse and modeling depth, and AI and automation interfaces. The week of October 12 let dashboards built in Claude be sent into Omni, and the week of October 19 added invite-time roles and stricter Omni Agent query validation. The week of October 26 lists embed MCP tokens, global AI context, apps as the default presentation type and webhook delivery for AI routines.
The latest change is in the plumbing: custom visualizations now load from a separate displayrusercontent.com address. That lets embedded videos play, OpenStreetMap tiles render and browser-saved settings persist, and Displayr says security is unchanged. Before this, the end of September brought Rules through Chat, where Chat applies and writes rules that change tables, plus API document duplication and an input shortcut. The summer made Chat easier to audit and added shared controls and rolling averages.
Displayr's arc is Chat moving from explaining to editing, with the core report builder getting steady workflow fixes. The new domain removes limits that blocked richer custom visuals, which matters most to teams building embedded dashboards on top of survey data.
The six-week gap since the Rules release and this infrastructure-only follow-up make the next step unclear. The most consistent pattern is more Chat actions that change documents directly.
Omni ships a weekly bundle on two fronts: warehouse and modeling depth, and AI and automation interfaces. The week of October 12 let dashboards built in Claude be sent into Omni, and the week of October 19 added invite-time roles and stricter Omni Agent query validation. The week of October 26 lists embed MCP tokens, global AI context, apps as the default presentation type and webhook delivery for AI routines.
Omni is widening where its agent and routines can run: inside embedded apps, through MCP and out to webhooks. Weekly bundles keep pairing AI features with admin controls.
Expect further MCP and routine delivery options in the coming weekly notes, likely extending embed customers' access to the agent.
Other Analytics products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either Displayr or Omni.
Calibre MCP lets your coding agent read RUM and Lighthouse data, then fix the slow code
Plausible removes the goal setup step from funnels.
Usermaven is rebuilding analytics around Maven AI agents that report without being asked.
Cluvio's shared dashboards now speak the viewer's language, down to number formats.
HyperDX patches its collector for an MPTCP CVE days after adding OTel session replay.
Count's agent now shows the chain of cells and assumptions behind every answer it gives.
See all Displayr alternatives → · See all Omni alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
They serve adjacent needs but don't currently overlap on shipped themes. Omni is currently shipping more aggressively (velocity 5.0 vs 2.5), with 0 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Omni is currently shipping more aggressively (velocity 5.0 vs 2.5), with 0 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Analytics products to evaluate alongside.
Top Displayr alternatives in Analytics are ranked by recent ship velocity. Browse the "Displayr alternatives" section above for the current picks, or visit /alternatives/displayr for the full list with editorial commentary on each.
Top Omni alternatives in Analytics are ranked by recent ship velocity. Browse the "Omni alternatives" section above for the current picks, or visit /alternatives/omni for the full list with editorial commentary on each.